Real ChatGPT answer · index seedwuBCbRS2WC0completeAutomotive · tireslocal

I drive a 2018 Subaru Forester and I need recommendations on whether Yokohama Geolandar tires or Michelin CrossClimate tires are better for a retiree who takes frequent weekend trips upstate

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I drive a 2018 Subaru Forester and I need recommendations on whether Yokohama Geolandar tires or Michelin CrossClimate tires are better for a retiree who takes frequent weekend trips upstate
1 real search · 1 real-search pass
Michelin CrossClimate2 vs Yokohama Geolandar CV G058 vs A/T G015 snow traction comfort road noise Subaru Forester 2018 fitmentGoogle ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Michelin CrossClimate2 vs Yokohama Geolandar CV G058 vs A/T G015 snow traction comfort road noise Subaru Forester 2018 fitment Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Michelin CrossClimate2 vs Yokohama Geolandar CV G058 vs A/T G015 snow traction comfort road noise Subaru Forester 2018 fitment
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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